MCP Hub
All categories

AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

vestige

378

Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.

VSCode

378

A development framework and prototyping environment for building, testing, and managing multi-assistant AI workflows with a web-based UI and RESTful backend.

HuggingFace Spaces Connector

376

A versatile connector that dynamically exposes Hugging Face Spaces as MCP tools, allowing AI assistants to perform image generation, audio transcription, text-to-speech, and vision tasks directly through Gradio endpoints.

docfork

376

Docfork provides AI agents with live-synced documentation from over 10,000 libraries, offering project-specific 'Cabinets' to ensure accurate, up-to-date coding assistance without hallucinations.

2 tools

FinanceMCP

373

A comprehensive financial data MCP server integrating Tushare and Binance APIs to provide real-time market data, technical indicator analysis, and financial reporting across global markets.

18 tools

Deep Graph MCP Server

373

A specialized MCP server that interacts with DeepGraph and CodeGPT code graphs to provide semantic code search, dependency analysis, and architectural exploration.

7 tools

mcp-gateway-registry

369

A centralized enterprise-grade MCP gateway and registry that provides secure OAuth governance, dynamic tool discovery, and unified access for both autonomous agents and AI coding assistants.

docfork-mcp

Needs Setup
369

A documentation-focused MCP server that provides AI agents with up-to-date documentation and code examples for over 9000 libraries, preventing hallucinated syntax and stale training data.

4 tools

Graphlit

368

Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.

65 tools

mcp-server

367

Giving Claude ability to run code with E2B via MCP (Model Context Protocol)

Cocos Creator

367

A comprehensive MCP server for Cocos Creator 3.8+ that enables AI assistants to control 99% of editor functions including scene manipulation, node/component management, asset handling, and project debugging.

39 tools

notebooklm-mcp

367

Provides browser automation for Google NotebookLM, allowing AI agents to query custom notebooks for zero-hallucination answers and manage a library of documentation sources.

16 tools

Redbook-Search-Comment-MCP2.0

366

这是一款基于 Playwright 开发的小红书自动搜索和评论工具,作为 MCP Server,可通过特定配置接入 MCP Client(如Claude for Desktop),帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。

Mantic.sh

361

A high-performance structural code search engine that provides sub-500ms file ranking and retrieval for AI agents without external dependencies or vector databases.

1 tool

chunkhound

361

ChunkHound is a local-first codebase intelligence tool that uses the cAST algorithm and multi-hop semantic search to extract architecture patterns and institutional knowledge from code. It indexes over 30 languages locally to provide high-fidelity semantic and regex search results for complex repositories.

yutu

360

A fully functional MCP server and CLI for YouTube to automate YouTube operation.

24 tools

Mermaid

358

A specialized MCP server for generating Mermaid diagrams and charts with support for multiple export formats including SVG, PNG, and Base64.

LLM-Agents-Ecosystem-Handbook

358

A comprehensive collection of 60+ LLM agent skeletons and ecosystem guides providing templates for multi-agent collaboration, RAG, and domain-specific AI automation.

Airbnb

357

An MCP server that enables advanced Airbnb property searching and detailed listing retrieval with support for location, pricing, and guest filtering without requiring API keys.

2 tools

MCPSharp

357

A .NET library for building Model Context Protocol (MCP) servers and clients, featuring attribute-based tool definition, Microsoft.Extensions.AI integration, and Semantic Kernel support.

3 tools

mcp-google-ads

355

A tool that connects Google Ads with AI assistants to analyze advertising data, monitor campaign performance, and management accounts using natural language.

5 tools

UnrealGenAISupport

354

A comprehensive Unreal Engine plugin and MCP server that allows LLMs to control the UE5 editor, including scene generation, blueprint editing, and script execution. It bridges modern AI models like Claude and GPT-4 directly into the game development workflow.

7 tools

EVM MCP Server

353

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

25 tools

tfmcp

351

A robust Terraform management tool for AI assistants that enables full lifecycle infrastructure operations, deep module analysis, and automated security auditing via the Model Context Protocol.

31 tools

Feishu/Lark

350

The official Feishu/Lark MCP server allows AI assistants to integrate with the Feishu/Lark collaboration suite for document processing, message management, and calendar scheduling via the Open Platform SDK.

4 tools

automation-mcp

349

A comprehensive automation suite for macOS that enables AI models to control mouse movements, keyboard input, manage windows, and perform screen analysis via template matching and screenshots.

19 tools

Revit MCP

348

Allows AI to interact with Autodesk Revit via the MCP protocol, enabling retrieval of project data and automation of tasks like creating, modifying, and deleting elements.

mineru-tianshu

347

An enterprise-grade AI data preprocessing platform that converts multi-modal data including PDF, Office, audio, and video into structured Markdown and JSON via MCP-integrated tools.

4 tools

EdgeOne Pages MCP

346

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

3 tools

claude-codepro

346

Professional Development Environment for Claude Code with Spec-Driven Workflow, TDD, LSP, Cross-Session Memory, Semantic Search, Quality Hooks and Modular Rules System 🛠️

AI & ML MCP Servers — Page 12 | MCP Hub